Aiden Lee//Portfolio
Portfolio · Active

Aiden // Technical
Product Lab.

A collection of high-velocity prototypes and data-driven tools built at the intersection of Industrial Engineering and PM logic.

Featured Work
Featured Project

Omni-Channel Dealer Health Index

A composite diagnostic platform for evaluating multi-channel dealer performance across inventory velocity, digital engagement, service retention, and financial health metrics.

Omni-Channel Dealer Health Index
Data PipelineSensitivity AnalysisFinancial ModelingPythonSQL
Sprint 2
The Strategy Simulator
Complete

A "What-If" Sensitivity Analysis engine that lets stakeholders manipulate weighted input deltas (Δ) to project the effect on the composite dealer health index. Each channel score is re-weighted in real-time, surfacing which levers produce the highest marginal ROI.

The Strategy Simulator
S = Σ(wᵢ · δcᵢ)
Weighted IndexComposite
Sensitivity Range±15%
Confidence Band92.4%
Sprint 3
The Profit Evaporator
Active

An Inventory Carrying-Cost Burn Engine that calculates real-time "Floorplan Drag" — the daily erosion of margin from aging inventory. Includes a persistent financial HUD for monitoring burn rate and days-to-break-even thresholds.

The Profit Evaporator
Carrying Cost/Day$47.20
Floorplan Burn−0.3%/d
Days-to-Break42d
Launch Live Lab
ACTIVE DEVELOPMENT · 2 SPRINTS DELIVERED
Pipeline
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